Research Trends in the International Literature on Natural Language Processing, 2000-2019 - A Bibliometric Study

被引:8
|
作者
Lopez-Martinez, Roberto E. [1 ]
Sierra, Gerardo [1 ]
机构
[1] Univ Nacl Autonoma Mexico, Inst Ingn, Mexico City, DF, Mexico
关键词
Bibliometrics; Natural language processing; Computational linguistics; EVOLUTION; TECHNOLOGIES; INFORMATICS; NETWORKS; BUSINESS;
D O I
10.5530/jscires.9.3.38
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
This work presents a review, using bibliometric methods, of the state of research on the whole field of natural language processing (NLP), understanding this as the methods to process human language, including semantic techniques, statistical techniques or a combination of both. Particularly we focus on the trends of research in NLP, since there are not in the literature studies that embrace in an integral way bibliometric studies about natural language processing, its applications and related topics. Our work includes an identification of the main sources where research is published, the most productive and influential countries and research institutions, the main actors involved in research, as well as the main topics that are investigated. We found that research in the field and subfields has increased continuously during the period under study: conference proceedings are the preferred media to communicate results and that biomedical informatics is one relevant field of application of NLP. We conclude with both, a synchronic and a diachronic characterization of research topics carried out internationally on natural language processing and related topics, which showed that several subfields of artificial intelligence are closely related to natural language processing in recent years.
引用
收藏
页码:310 / 318
页数:9
相关论文
共 50 条
  • [21] Trends in Air Pollution in Europe, 2000-2019
    Aas, Wenche
    Fagerli, Hilde
    Alastuey, Andres
    Cavalli, Fabrizia
    Degorska, Anna
    Feigenspan, Stefan
    Brenna, Hans
    Gliss, Jonas
    Heinesen, Daniel
    Hueglin, Christoph
    Holubova, Adela
    Jaffrezo, Jean-Luc
    Mortier, Augustin
    Murovec, Marijana
    Putaud, Jean-Philippe
    Ruediger, Julian
    Simpson, David
    Solberg, Sverre
    Tsyro, Svetlana
    Torseth, Kjetil
    Yttri, Karl Espen
    AEROSOL AND AIR QUALITY RESEARCH, 2024, 24 (04)
  • [22] A bibliometric analysis of natural language processing in medical research
    Xieling Chen
    Haoran Xie
    Fu Lee Wang
    Ziqing Liu
    Juan Xu
    Tianyong Hao
    BMC Medical Informatics and Decision Making, 18
  • [23] User Experience & Usability of Driving: A Bibliometric Analysis of 2000-2019
    Tan, Hao
    Sun, Jiahao
    Wenjia, Wang
    Zhu, Chunpeng
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2021, 37 (04) : 297 - 307
  • [24] A bibliometric analysis of natural language processing in medical research
    Chen, Xieling
    Xie, Haoran
    Wang, Fu Lee
    Liu, Ziqing
    Xu, Juan
    Hao, Tianyong
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2018, 18
  • [25] Bibliometric analysis and mapping knowledge domain of pterygium: 2000-2019
    Wang, Yu-Chi
    Zhao, Fang-Kun
    Liu, Qian
    Yu, Zi-Yan
    Wang, Jing
    Zhang, Jin-Song
    INTERNATIONAL JOURNAL OF OPHTHALMOLOGY, 2021, 14 (06) : 903 - 914
  • [26] Bibliometric analysis and mapping knowledge domain of pterygium:2000-2019
    Yu-Chi Wang
    Fang-Kun Zhao
    Qian Liu
    Zi-Yan Yu
    Jing Wang
    Jin-Song Zhang
    International Journal of Ophthalmology, 2021, 14 (06) : 903 - 914
  • [27] Mapping the intellectual structure of research on surgery with mixed reality: Bibliometric network analysis (2000-2019)
    Han, Jieun
    Kang, Hyo-Jin
    Kim, Minjung
    Kwon, Gyu Hyun
    JOURNAL OF BIOMEDICAL INFORMATICS, 2020, 109
  • [28] A Scoping Review of the Application of Metabolomics in Nutrition Research: The Literature Survey 2000-2019
    Shibutami, Eriko
    Takebayashi, Toru
    NUTRIENTS, 2021, 13 (11)
  • [29] Evaluation of sustainable transport research in 2000-2019
    Zhao, Xianbo
    Ke, Yongjian
    Zuo, Jian
    Xiong, Wei
    Wu, Peng
    JOURNAL OF CLEANER PRODUCTION, 2020, 256
  • [30] Melasma: Trends in worldwide Internet searches (2000-2019)
    Esposito, Maria Clara Cavalcante
    Esposito, Ana Claudia Cavalcante
    Lemos, Felipe Kesrouani
    Jorge, Marilia Formentini Scotton
    D'Elia, Maria Paula Barbieri
    Miot, Helio Amante
    INDIAN JOURNAL OF DERMATOLOGY VENEREOLOGY & LEPROLOGY, 2022, 88 (05): : 675 - 677